{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e5.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 9 Sep 2016, 10:11:07
{txt}
{com}. clear 
{txt}
{com}. set more off
{txt}
{com}. use "phone students.dta"
{txt}
{com}. drop if rep == 1
{txt}(95 observations deleted)

{com}. set seed  358395
{txt}
{com}. sem (d <-  t  wl p)(p <-  t  wl)  
{res}{txt}(9 observations with missing values excluded)

Endogenous variables

{p 0 11 2}Observed:{space 2}{res}d p{p_end}
{txt}
Exogenous variables

{p 0 11 2}Observed:{space 2}{res}t wl{p_end}
{txt}
Fitting target model:

Iteration 0:{space 3}log likelihood = {res:-298.02065}  
Iteration 1:{space 3}log likelihood = {res:-298.02065}  

Structural equation model{col 49}Number of obs{col 67}= {res}       180
{col 1}{txt}Estimation method{col 20}= {res}ml
{col 1}{txt}Log likelihood{col 20}= {res}-298.02065

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4372239{col 26}{space 2} .0661466{col 37}{space 1}    6.61{col 46}{space 3}0.000{col 54}{space 4}  .307579{col 67}{space 3} .5668688
{txt}{space 11}t {c |}{col 14}{res}{space 2}-.1039489{col 26}{space 2} .0420917{col 37}{space 1}   -2.47{col 46}{space 3}0.014{col 54}{space 4}-.1864472{col 67}{space 3}-.0214506
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .2667735{col 26}{space 2} .0427913{col 37}{space 1}    6.23{col 46}{space 3}0.000{col 54}{space 4} .1829041{col 67}{space 3}  .350643
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3352824{col 26}{space 2} .0375579{col 37}{space 1}    8.93{col 46}{space 3}0.000{col 54}{space 4} .2616702{col 67}{space 3} .4088945
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}  .278936{col 26}{space 2} .0426305{col 37}{space 1}    6.54{col 46}{space 3}0.000{col 54}{space 4} .1953819{col 67}{space 3} .3624902
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3006064{col 26}{space 2} .0426964{col 37}{space 1}    7.04{col 46}{space 3}0.000{col 54}{space 4}  .216923{col 67}{space 3} .3842898
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2333601{col 26}{space 2} .0385817{col 37}{space 1}    6.05{col 46}{space 3}0.000{col 54}{space 4} .1577415{col 67}{space 3} .3089787
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     var(e.d){c |}{col 14}{res}{space 2} .0640171{col 26}{space 2}  .006748{col 54}{space 4} .0520681{col 67}{space 3} .0787083
{txt}     var(e.p){c |}{col 14}{res}{space 2} .0812848{col 26}{space 2} .0085682{col 54}{space 4} .0661126{col 67}{space 3} .0999387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
LR test of model vs. saturated: chi2({res:0})   = {res:     0.00}, Prob > chi2 = {res}     .
{txt}
{com}. estat ic

Akaike's information criterion and Bayesian information criterion

{txt}{hline 13}{c TT}{hline 63}
       Model {c |}        Obs  ll(null)  ll(model)      df         AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}       180{col 27}        .{col 38}-298.0206{col 49}     9{col 58} 614.0413{col 69} 642.7779
{txt}{hline 13}{c BT}{hline 63}
{p 15 21 2}
Note: N=Obs used in calculating BIC; see {helpb bic_note:[R] BIC note}.
{p_end}

{com}. estat teffects 
{res}

{txt}Direct effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4372239{col 26}{space 2} .0661466{col 37}{space 1}    6.61{col 46}{space 3}0.000{col 54}{space 4}  .307579{col 67}{space 3} .5668688
{txt}{space 11}t {c |}{col 14}{res}{space 2}-.1039489{col 26}{space 2} .0420917{col 37}{space 1}   -2.47{col 46}{space 3}0.014{col 54}{space 4}-.1864472{col 67}{space 3}-.0214506
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .2667735{col 26}{space 2} .0427913{col 37}{space 1}    6.23{col 46}{space 3}0.000{col 54}{space 4} .1829041{col 67}{space 3}  .350643
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}  .278936{col 26}{space 2} .0426305{col 37}{space 1}    6.54{col 46}{space 3}0.000{col 54}{space 4} .1953819{col 67}{space 3} .3624902
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3006064{col 26}{space 2} .0426964{col 37}{space 1}    7.04{col 46}{space 3}0.000{col 54}{space 4}  .216923{col 67}{space 3} .3842898
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Indirect effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 11}t {c |}{col 14}{res}{space 2} .1219575{col 26}{space 2} .0262267{col 37}{space 1}    4.65{col 46}{space 3}0.000{col 54}{space 4} .0705541{col 67}{space 3}  .173361
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .1314323{col 26}{space 2} .0272739{col 37}{space 1}    4.82{col 46}{space 3}0.000{col 54}{space 4} .0779764{col 67}{space 3} .1848882
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 10}wl {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Total effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4372239{col 26}{space 2} .0661466{col 37}{space 1}    6.61{col 46}{space 3}0.000{col 54}{space 4}  .307579{col 67}{space 3} .5668688
{txt}{space 11}t {c |}{col 14}{res}{space 2} .0180086{col 26}{space 2} .0421747{col 37}{space 1}    0.43{col 46}{space 3}0.669{col 54}{space 4}-.0646522{col 67}{space 3} .1006694
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3982058{col 26}{space 2} .0422399{col 37}{space 1}    9.43{col 46}{space 3}0.000{col 54}{space 4} .3154171{col 67}{space 3} .4809945
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}  .278936{col 26}{space 2} .0426305{col 37}{space 1}    6.54{col 46}{space 3}0.000{col 54}{space 4} .1953819{col 67}{space 3} .3624902
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3006064{col 26}{space 2} .0426964{col 37}{space 1}    7.04{col 46}{space 3}0.000{col 54}{space 4}  .216923{col 67}{space 3} .3842898
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *** indirect and direct - winning/losing
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <-  t  wl p)(p <-  t  wl)  
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indir  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end 
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indir) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       180
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .1314323{col 26}{space 2}  .030512{col 37}{space 1}    4.31{col 46}{space 3}0.000{col 54}{space 4}   .07163{col 67}{space 3} .1912346
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2} .3982058{col 26}{space 2} .0436836{col 37}{space 1}    9.12{col 46}{space 3}0.000{col 54}{space 4} .3125875{col 67}{space 3} .4838242
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       180
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2}  .1314323{col 27}{space 2}-.0006693{col 38}{space 2} .03051196{col 51}{space 2} .0750094{col 63}{space 1} .1957908{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2}  .080385{col 63}{space 1} .1998674{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2} .39820583{col 27}{space 2}  .000729{col 38}{space 2} .04368364{col 51}{space 2} .3119102{col 63}{space 1} .4841554{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .3064377{col 63}{space 1} .4791849{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** indirect and direct - treatment
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <- wl  t  p)(p <- wl  t )   
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indirect  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indirect) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       180
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .1219575{col 26}{space 2} .0264233{col 37}{space 1}    4.62{col 46}{space 3}0.000{col 54}{space 4} .0701688{col 67}{space 3} .1737463
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2} .0180086{col 26}{space 2} .0425313{col 37}{space 1}    0.42{col 46}{space 3}0.672{col 54}{space 4}-.0653513{col 67}{space 3} .1013685
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       180
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2} .12195752{col 27}{space 2}-.0007062{col 38}{space 2} .02642332{col 51}{space 2} .0725944{col 63}{space 1} .1749034{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2}  .076133{col 63}{space 1} .1791867{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2}  .0180086{col 27}{space 2} -.000808{col 38}{space 2} .04253133{col 51}{space 2}-.0661407{col 63}{space 1} .0988081{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2}-.0658453{col 63}{space 1} .0988081{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** randomization check
. reg  t  gender interest ideology , robust

{txt}Linear regression                               Number of obs     = {res}       173
                                                {txt}F(3, 169)         =  {res}     0.90
                                                {txt}Prob > F          = {res}    0.4447
                                                {txt}R-squared         = {res}    0.0156
                                                {txt}Root MSE          =    {res} .50171

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}           t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}gender {c |}{col 14}{res}{space 2} .1170312{col 26}{space 2} .0771777{col 37}{space 1}    1.52{col 46}{space 3}0.131{col 54}{space 4}-.0353253{col 67}{space 3} .2693877
{txt}{space 4}interest {c |}{col 14}{res}{space 2}-.0358045{col 26}{space 2} .1323688{col 37}{space 1}   -0.27{col 46}{space 3}0.787{col 54}{space 4}-.2971138{col 67}{space 3} .2255048
{txt}{space 4}ideology {c |}{col 14}{res}{space 2}-.0423815{col 26}{space 2} .1434894{col 37}{space 1}   -0.30{col 46}{space 3}0.768{col 54}{space 4} -.325644{col 67}{space 3}  .240881
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .4654792{col 26}{space 2} .1152091{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} .2380449{col 67}{space 3} .6929136
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e5.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 9 Sep 2016, 10:13:03
{txt}{.-}
{smcl}
{txt}{sf}{ul off}